{"id":"W3196983430","doi":"10.1017/s000842392100069x","title":"Analyse causale et méthodes quantitatives : Une introduction avec R, Stata et SPSS Vincent Arel-Bundock, Montréal : Presses de l'Université de Montréal, 2021, pp. 384","year":2021,"lang":"fr","type":"article","venue":"Canadian Journal of Political Science","topic":"Spatial and Panel Data Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002156982,0.0002101317,0.0005359969,0.000506482,0.0004848231,0.000424738,0.0005706405,0.0001086795,0.003392356],"category_scores_gemma":[0.002883374,0.0002442465,0.0002263448,0.001435519,0.0009030389,0.001062661,0.0001197229,0.0004246419,0.0000933671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003681661,"about_ca_system_score_gemma":0.003464645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6978131,"about_ca_topic_score_gemma":0.8054452,"domain_scores_codex":[0.9970278,0.0002793757,0.0007109474,0.0004876397,0.0001780254,0.001316272],"domain_scores_gemma":[0.9963889,0.0003018735,0.0004218149,0.0003733823,0.0004253388,0.002088718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003486744,0.000134982,0.1276297,0.00004722412,0.0002219354,0.001416525,0.003147696,0.006133958,0.0003158912,0.8291323,0.03011508,0.001669805],"study_design_scores_gemma":[0.0006908458,0.0002829575,0.6888416,0.0001779809,0.0003153753,0.0008768884,0.006816721,0.01857762,0.001280052,0.0206758,0.2608542,0.000609984],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7339295,0.08496599,0.0348402,0.1410284,0.001424744,0.00009606266,0.002593507,0.000005792745,0.001115777],"genre_scores_gemma":[0.9803593,0.01100055,0.005535168,0.001143041,0.0004763276,0.000001135906,0.00004534449,0.00001681436,0.001422362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8084565,"threshold_uncertainty_score":0.9975187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476158442930947,"score_gpt":0.2519136238630098,"score_spread":0.2271520394337003,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}